| Benchmarking Differential Privacy and Federated Learning for BERT Models | Jun 26, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks | Jun 24, 2021 | BenchmarkingNode Classification | CodeCode Available | 1 |
| Synthetic Benchmarks for Scientific Research in Explainable Machine Learning | Jun 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Mutual-Information Based Few-Shot Classification | Jun 23, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Underwater Image Restoration via Contrastive Learning and a Real-world Dataset | Jun 20, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Intrinsic Image Harmonization | Jun 19, 2021 | BenchmarkingImage Harmonization | CodeCode Available | 1 |
| Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing | Jun 19, 2021 | BenchmarkingDNN Testing | CodeCode Available | 1 |
| Understanding and Evaluating Racial Biases in Image Captioning | Jun 16, 2021 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks | Jun 14, 2021 | Benchmarking | CodeCode Available | 1 |
| Online Learning with Optimism and Delay | Jun 13, 2021 | BenchmarkingWeather Forecasting | CodeCode Available | 1 |
| Shades of BLEU, Flavours of Success: The Case of MultiWOZ | Jun 10, 2021 | BenchmarkingTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition | Jun 9, 2021 | BenchmarkingEMG Gesture Recognition | CodeCode Available | 1 |
| Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics | Jun 8, 2021 | Age And Gender ClassificationBenchmarking | CodeCode Available | 1 |
| RobustNav: Towards Benchmarking Robustness in Embodied Navigation | Jun 8, 2021 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| EXPObench: Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions | Jun 8, 2021 | Bayesian OptimisationBenchmarking | CodeCode Available | 1 |
| The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation | Jun 8, 2021 | BenchmarkingDecision Making | CodeCode Available | 1 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| FedScale: Benchmarking Model and System Performance of Federated Learning at Scale | May 24, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains | May 23, 2021 | Active LearningBayesian Optimisation | CodeCode Available | 1 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 |
| Multimodal Fusion via Teacher-Student Network for Indoor Action Recognition | May 18, 2021 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| DACBench: A Benchmark Library for Dynamic Algorithm Configuration | May 18, 2021 | Benchmarking | CodeCode Available | 1 |
| Best practices for constructing, preparing, and evaluating protein-ligand binding affinity benchmarks | May 13, 2021 | BenchmarkingDrug Discovery | CodeCode Available | 1 |
| A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems | May 11, 2021 | BenchmarkingEdge-computing | CodeCode Available | 1 |
| AnomalyHop: An SSL-based Image Anomaly Localization Method | May 8, 2021 | Anomaly LocalizationBenchmarking | CodeCode Available | 1 |
